
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([5, 7, 1, 9, 7], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2637 top1= 20.1705

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1702 top1= 30.9659

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0464 top1= 52.3037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0380 top1= 56.8710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0368 top1= 47.1254

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0359 top1= 44.0341

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.8351 top1= 53.4091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.5146 top1= 62.5000

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1412 top1= 76.2620


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1115 top1= 76.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1199 top1= 75.8013

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.2169 top1= 69.0341

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.9317 top1= 74.1477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.7268 top1= 77.5568

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5212 top1= 84.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5325 top1= 83.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5083 top1= 85.5869

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.6721 top1= 78.4091

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.6023 top1= 84.3750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4692 top1= 85.2273

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3975 top1= 88.4315


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4041 top1= 88.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3948 top1= 88.5617

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.4900 top1= 86.6477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.4841 top1= 87.5000

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3575 top1= 90.6250

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3495 top1= 89.7837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3586 top1= 89.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3495 top1= 89.7837

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.4115 top1= 87.7841

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.4111 top1= 88.9205

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2948 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3203 top1= 90.6250


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3308 top1= 90.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3235 top1= 90.4547

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.3581 top1= 89.4886

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.3623 top1= 90.6250

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2539 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3006 top1= 91.1058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3107 top1= 90.7853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3057 top1= 90.9355

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.3168 top1= 91.4773

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.3250 top1= 92.3295

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2251 top1= 95.1705

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2849 top1= 91.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2939 top1= 91.2861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2923 top1= 91.3562

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2812 top1= 92.0455

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2917 top1= 93.1818

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2032 top1= 95.7386

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2729 top1= 91.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2813 top1= 91.7969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2804 top1= 91.5365

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2518 top1= 92.6136

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2645 top1= 93.1818

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1840 top1= 96.0227

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2630 top1= 92.2276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2713 top1= 91.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2701 top1= 91.8369

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2236 top1= 93.7500

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2391 top1= 93.4659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1668 top1= 96.8750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2545 top1= 92.3978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2637 top1= 92.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2602 top1= 92.0974

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1983 top1= 93.7500

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2161 top1= 93.4659

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1511 top1= 97.1591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2481 top1= 92.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2584 top1= 92.1975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2523 top1= 92.3377

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1766 top1= 94.3182

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1935 top1= 94.6023

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1367 top1= 97.7273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2412 top1= 92.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2527 top1= 92.2576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2438 top1= 92.5982

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1555 top1= 94.3182

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1722 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1245 top1= 97.4432

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2351 top1= 92.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2481 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2362 top1= 92.7584

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1377 top1= 95.1705

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1529 top1= 96.5909

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1131 top1= 97.4432

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2296 top1= 92.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2444 top1= 92.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2293 top1= 92.9888

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1202 top1= 96.5909

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1357 top1= 97.1591

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1046 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2245 top1= 93.0389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2419 top1= 92.6082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2227 top1= 93.1390

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1054 top1= 96.8750

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1214 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0963 top1= 98.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2187 top1= 93.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2350 top1= 92.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2171 top1= 93.3093

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0919 top1= 98.0114

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1074 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0885 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2150 top1= 93.4095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2343 top1= 92.8686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2121 top1= 93.4696

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0839 top1= 98.0114

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0971 top1= 98.2955

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0829 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2117 top1= 93.4696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2325 top1= 93.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2083 top1= 93.6198

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0749 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0756 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2101 top1= 93.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2341 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2056 top1= 93.7200

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0712 top1= 98.0114

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0773 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0710 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2121 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2417 top1= 92.8986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2062 top1= 93.7500

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0698 top1= 97.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 99.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2158 top1= 93.5597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2502 top1= 92.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2091 top1= 93.7300

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0694 top1= 97.7273

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0612 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0653 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2188 top1= 93.5897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2619 top1= 92.4379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2092 top1= 93.8802

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0682 top1= 98.0114

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0564 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0667 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2226 top1= 93.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2766 top1= 92.1575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2104 top1= 93.8201

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0671 top1= 98.2955

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0523 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0642 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2115 top1= 93.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2631 top1= 92.6382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2011 top1= 94.1006

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0546 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0550 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0566 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1964 top1= 94.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2337 top1= 93.4896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1920 top1= 94.4611

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0447 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0560 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0459 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1882 top1= 94.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2067 top1= 94.1006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1930 top1= 94.2708

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0376 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0650 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0426 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1941 top1= 94.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2051 top1= 94.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2022 top1= 94.1506

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0617 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0391 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2035 top1= 93.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2220 top1= 93.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2072 top1= 93.9002

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0437 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0555 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0397 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2040 top1= 93.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2293 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2047 top1= 93.9904

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0436 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0548 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0352 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2070 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2415 top1= 92.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2027 top1= 93.9904

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0497 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0494 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0314 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2028 top1= 93.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2286 top1= 93.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2020 top1= 94.0004

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0612 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1950 top1= 94.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2204 top1= 93.6398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1928 top1= 94.4010

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0416 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0306 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1833 top1= 94.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1933 top1= 94.3109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1913 top1= 94.5012

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0214 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1787 top1= 94.7616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1802 top1= 94.8117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1939 top1= 94.3610

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0203 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0241 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1823 top1= 94.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1801 top1= 94.8017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2017 top1= 94.0705

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0251 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0152 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1818 top1= 94.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1782 top1= 94.9319


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2074 top1= 93.9403

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0151 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1828 top1= 94.6314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1795 top1= 94.8918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2044 top1= 94.0705

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1839 top1= 94.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1811 top1= 94.8618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2143 top1= 93.8201

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.1861 top1= 94.6114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.1843 top1= 94.7817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2234 top1= 93.6298

